May 28 · 13 min read · Agent PoCs often work surprisingly fast. You call an LLM. You connect a tool. You ask for structured output. You add tracing. The demo works. Then the system gets slightly more complex, and a differen
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Apr 20 · 14 min read · From bookmark management to real-time weather data, caching strategies, and a natural-language AI layer — here's everything I built and what I learned. Why I Built This I wanted a single project tha
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Jan 26 · 5 min read · When working on the backend with Python as your language and needing strict validations in pipelines or data validation before feeding data into the database, you understand how challenging it can be. Validation is one of those problems that looks si...
Join discussionAug 26, 2025 · 3 min read · Large multimodal models like Google Gemma 3 and Claude Opus 4 can now reason over text and images. But if you've looked at the docs, it's easy to get lost in agents, tools, and structured outputs before you even get to "Hello, World." This post is th...
Join discussionAug 13, 2025 · 2 min read · Pydantic AI es un framework para Python diseñado para facilitar la creación de aplicaciones de inteligencia artificial generativa de calidad de producción, especialmente en el ámbito de los agentes. Se basa en la biblioteca Pydantic, conocida por su ...
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Jun 30, 2025 · 7 min read · Imagine building an AI agent that not only understands natural language but also validates its inputs, handles errors gracefully, and maintains type safety throughout its execution. Most developers struggle with integrating AI capabilities into their...
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Apr 9, 2025 · 7 min read · Imagine you're building an application that needs to handle complex data structures, ensure type safety, and validate inputs—all while maintaining clean, readable code. Enter Pydantic, a Python library that has revolutionized how developers handle da...
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Dec 16, 2024 · 5 min read · As multimodal AI models like OpenAI's GPT-4o become increasingly capable, developers now have the ability to process both images and text seamlessly. However, this power introduces new challenges: How can you ensure structured and predictable output...
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